{ "schema_version": "2026-07-15.ms-act-25-example.v2", "example": true, "synthetic_data_only": true, "product_code": "MS-ACT-25", "product_name": "Opportunity Action Pack 25", "product_promise": "A complete execution-ready campaign package for exactly 25 qualified targets, prepared for a buyer-controlled CRM or workflow.", "delivery_scope": { "target_count": 25, "deep_analysis_included": true, "delivery_unit": "one complete campaign package with one detailed action pack per selected target", "external_execution_included": false }, "source": { "product_code": "MS-DEC-250", "order_ref": "synthetic-order-ref", "delivery_ref": "synthetic-delivery-ref", "selection_rule": "decision=buy_deep_analysis, opportunity_score>=75, confidence>=0.65", "record_count": 25 }, "campaign_summary": { "campaign_name": "Dentists Milan - booking conversion (synthetic)", "targets_worked": 25, "output": "complete campaign package ready for buyer-controlled CRM/workflow", "clusters": [ { "cluster_id": "mobile_booking_conversion_gap", "target_count": 11, "strategy": "Lead with a concrete mobile-booking mini-check and prioritize the shortest conversion-path fixes." }, { "cluster_id": "service_page_cta_gap", "target_count": 8, "strategy": "Use service-page evidence and a specific call-to-action improvement proposal." }, { "cluster_id": "nurturing_recheck", "target_count": 6, "strategy": "Do not initiate external action; retain the record for evidence re-check and later rescoring." } ], "result_counts": { "ready_for_action_review": 18, "nurturing": 5, "discarded_or_blocked": 2 }, "operating_sequence_days": [ 0, 7, 21, 60 ] }, "target_example": { "pack_position": { "current": 1, "total": 25 }, "company": { "name": "Studio Bianchi Odontoiatria (synthetic)", "domain": "studio-bianchi-odontoiatria.example", "country": "IT", "record_is_synthetic": true }, "source_decision": { "record_ref": "synthetic-record-001", "decision": "buy_deep_analysis", "opportunity_score": 86, "confidence": 0.81 }, "deep_analysis": { "diagnosis": "The website appears dated, the mobile experience is weak and the online booking route is not prominent.", "why_relevant": "High-intent mobile visitors may leave before reaching a clear appointment request path.", "observable_evidence": [ { "area": "mobile_booking_cta", "observation": "The primary booking call-to-action is below the first mobile screen or visually confused with secondary links.", "business_effect": "A visitor cannot immediately see how to request an appointment." }, { "area": "service_page_next_step", "observation": "The service page ends with informational text and has no nearby button, telephone link or form.", "business_effect": "Interest generated by the service content has no clear conversion step." }, { "area": "contact_form_path", "observation": "The form is absent from high-intent service pages and requires multiple navigation steps.", "business_effect": "Users ready to book must search for the contact route." } ], "uncertainties": [ "The current booking volume and conversion rate are not publicly verifiable.", "The software and internal follow-up process must be confirmed by the buyer before external action." ] }, "mini_check": { "title": "3-point booking conversion mini-check", "status": "ready", "points": [ { "point": 1, "title": "Booking button is not prominent on mobile", "problem": "On a smartphone, the visitor sees text and images before a clear booking action.", "evidence_observed": "The primary call-to-action is below the first mobile screen or visually confused with other links.", "recommended_intervention": "Place a fixed or clearly prominent 'Book an appointment' action near the top of the mobile page.", "crm_or_workflow_action": "Create a high-priority task to capture the mobile first-screen evidence and attach it to the opportunity record." }, { "point": 2, "title": "Service page has no final call-to-action", "problem": "After reading the service information, the visitor receives no clear request to make contact.", "evidence_observed": "The page ends with informational content and no nearby button, telephone link or form.", "recommended_intervention": "Add a service-specific final action, for example 'Request an assessment for this treatment'.", "crm_or_workflow_action": "Tag the record service_page_cta_gap and queue the service-page evidence for the approved message draft." }, { "point": 3, "title": "Contact form is too far from the user path", "problem": "A visitor ready to book must search for the contact page or change section.", "evidence_observed": "The form is not present on high-intent service pages and the path requires multiple steps.", "recommended_intervention": "Add a short form to high-intent pages with name, telephone, requested service and preferred time range.", "crm_or_workflow_action": "Set reason_code=booking_path_issue and schedule a conversion-path re-check before campaign approval." } ], "validity_rule": "A mini-check is valid only when every point states the problem, observed evidence, recommended intervention and connected CRM/workflow action. A vague count such as '3 interventions' is invalid." }, "cluster_strategy": { "cluster_id": "mobile_booking_conversion_gap", "cluster_size": 11, "priority": "high", "recommended_offer": "Mobile conversion audit plus booking-path improvement proposal", "commercial_angle": "Reduce mobile abandonment and make appointment requests easier.", "reason_to_act_now": "The three visible friction points affect the shortest path from service interest to appointment request." }, "message_drafts": { "initial_message": "We prepared an operational mini-check on three concrete website points: mobile visibility of the booking button, the call-to-action on service pages and simplification of the contact form. The proposed interventions are designed to reduce abandonment and make appointment requests easier.", "follow_up": "The most immediate issue appears to be mobile booking: the current path does not present a clear appointment action in the first screen. The attached mini-check shows the evidence and the suggested intervention.", "nurturing_variant": "Keep the target in qualified nurturing and re-check the mobile booking path after the next website update.", "status": "draft_requires_buyer_approval" }, "crm_workflow_payload": { "tags": [ "old_website", "mobile_conversion_gap", "booking_path_issue" ], "priority": "high", "pipeline_status": "ready_for_action_review", "asset_ready": "explicit_3_point_mini_check", "next_action": "review_and_approve_mini_check", "follow_up_after_days": 7, "reason_code": "mobile_booking_conversion_gap", "write_status": "not_written" }, "campaign_sequence": { "day_0": "Create or update the CRM record, attach evidence and mini-check, then run the approval and compliance gate.", "day_7": "If approved, queue the initial message and record the outcome; otherwise retain the target as pending review.", "day_21": "If there is no approved response path, use the nurturing variant and schedule a later evidence check.", "day_60": "Re-check the visible conversion path, re-score the target and keep, reprioritize or discard it." }, "automatic_rules": { "contact_when": [ "observable evidence is still valid", "buyer has approved the target, message and channel", "lawful basis and customer policy are recorded" ], "stop_when": [ "negative response", "domain unreachable", "company outside approved scope", "duplicate already processed", "high reputation or spam risk" ], "nurture_when": [ "opportunity remains relevant but action is not currently approved", "evidence requires a later re-check", "timing or budget ownership is uncertain" ] }, "reputation_and_spam_risk": { "level": "medium_pending_buyer_review", "risk_factors": [ "No lawful basis or approved channel has yet been recorded.", "Repeated generic messages could create reputation risk." ], "safeguards": [ "Use only the evidence-specific draft for an approved target.", "Stop immediately after a negative response.", "Do not start bulk or automatic external sequences." ] }, "approval_gate": { "default_state": "blocked", "external_action_allowed": false, "required_approvals": [ "evidence_review", "lawful_basis_and_channel_policy", "target_and_message_approval", "crm_audit_record_created" ] }, "audit_trail": { "event_type": "machinesignal.audit.action_pack_created", "decision_reason": "Qualified DEC-250 record expanded into an explicit operational pack.", "source_record_ref": "synthetic-record-001", "external_contact_executed": false, "crm_write_executed": false, "approval_state": "blocked_pending_buyer_control" }, "next_machine_action": { "action": "import_package_and_queue_for_approval", "instruction": "Import the mini-check, drafts, CRM payload, sequence and rules into the buyer-controlled workflow; do not contact the company until all required approvals pass." } }, "side_effects": { "message_sent": false, "target_contacted": false, "crm_written": false, "webhook_invoked": false, "payment_executed": false, "invoice_issued": false } }